Mistral

En son yapay zeka haberleri, modeller ve sürümler Mistral. ['AB-UPT', 'Connectors', 'Devstral', 'Devstral 2', 'Devstral 2 Small', 'Devstral Small 2', 'Document AI', 'Emmi AI', 'Forge', 'GyroSwin', 'Leanstral', 'Leanstral 1.5', 'Leanstral (предыдущая версия)', 'Le Chat', 'Le Chat (Vibe)', 'Magistral', 'MiMo-V2-Flash', 'Ministral 3', 'Ministral-3-3B-Instruct-2512', 'Ministral-3-8B-Instruct-2512', 'Ministral 3B', 'Mistral', 'Mistral 3', 'Mistral 7B', 'Mistral-7B', 'Mistral Large', 'Mistral Large 2', 'Mistral Large 3', 'Mistral Medium 3.1', 'Mistral Medium 3.5', 'Mistral Nemo', 'Mistral OCR 3', 'Mistral OCR 4', 'Mistral OCR4', 'Mistral Search Toolkit', 'mistral-small-2603', 'Mistral Small 3', 'Mistral Small 3.1', 'Mistral Small 3.1 24B', 'Mistral-Small-3.1-24B']

Araştırma 🇺🇸

Beyond Standard LLMs: Linear Attention Hybrids, Text Diffusion Models, Code World Models, and Small Recurrent Transformers

The article explores alternatives to standard autoregressive transformer-based LLMs: linear attention hybrids (MiniMax-M1, Qwen3-Next, DeepSeek V3.2, Kimi Linear), text diffusion models, code world models, and small recurrent transformers. The author notes a return to classical attention in MiniMax-M2 and the complexity of linear attention in production.

Moonshot AIMoonshot AI MiniMaxMiniMax Alibaba/QwenAlibaba/Qwen DeepSeekDeepSeek Google/DeepMindGoogle/DeepMind MistralMistral MetaMeta Hugging FaceHugging Face Allen Institute for AIAllen Institute for AI xAIxAI OpenAIOpenAI IBMIBM NVIDIANVIDIA
Sebastian Raschka27.07 · 17:04
Güncel haberler